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Title: :  Image Compression Using Noise Reduction
PaperId: :  18293
Published in:   International Journal Of Advance Research And Innovative Ideas In Education
Publisher:   IJARIIE
e-ISSN:   2395-4396
Volume/Issue:    Volume 8 Issue 4 2022
DUI:    16.0415/IJARIIE-18293
Licence: :   IJARIIE is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.

Author NameAuthor Institute
Deepti GaonkarResearch Scholar, Department of Computer Science, OPJS University, Churu, Rajasthan
Dr. Rajiv YadhavResearch Supervisor, Department of Computer Science, OPJS University, Churu, Rajasthan

Abstract

COMPUTER SCIENCE
Soft Morphology, Noise Reduction, Periodic Noise, digital image processing, L2-norm.
Noise is present in digitally captured images. Adding more noise to a picture reduces its ability to be recognized. To enhance the precision of picture identification, noise reduction is crucial. An image's noise may be reduced with the use of a low-pass filter, such a Gaussian filter (GF). Using a low-pass filter may help lessen the volume of background noise. Low-pass filters, however, always have that effect. The reliability of edge and feature identification in picture recognition degrades as blurring of the edges increases. Therefore, we present a GF+L2-norm hybrid noise reduction filter for pictures, which is capable of maintaining sharpness along image edges. By enhancing picture quality, the suggested strategy should also boost the reliability of image recognition.

Citations

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IJARIIE Deepti Gaonkar, and Dr. Rajiv Yadhav. "Image Compression Using Noise Reduction" International Journal Of Advance Research And Innovative Ideas In Education Volume 8 Issue 4 2022 Page 2675-2681
MLA Deepti Gaonkar, and Dr. Rajiv Yadhav. "Image Compression Using Noise Reduction." International Journal Of Advance Research And Innovative Ideas In Education 8.4(2022) : 2675-2681.
APA Deepti Gaonkar, & Dr. Rajiv Yadhav. (2022). Image Compression Using Noise Reduction. International Journal Of Advance Research And Innovative Ideas In Education, 8(4), 2675-2681.
Chicago Deepti Gaonkar, and Dr. Rajiv Yadhav. "Image Compression Using Noise Reduction." International Journal Of Advance Research And Innovative Ideas In Education 8, no. 4 (2022) : 2675-2681.
Oxford Deepti Gaonkar, and Dr. Rajiv Yadhav. 'Image Compression Using Noise Reduction', International Journal Of Advance Research And Innovative Ideas In Education, vol. 8, no. 4, 2022, p. 2675-2681. Available from IJARIIE, https://ijariie.com/AdminUploadPdf/Image_Compression_Using_Noise_Reduction_ijariie18293.pdf (Accessed : ).
Harvard Deepti Gaonkar, and Dr. Rajiv Yadhav. (2022) 'Image Compression Using Noise Reduction', International Journal Of Advance Research And Innovative Ideas In Education, 8(4), pp. 2675-2681IJARIIE [Online]. Available at: https://ijariie.com/AdminUploadPdf/Image_Compression_Using_Noise_Reduction_ijariie18293.pdf (Accessed : )
IEEE Deepti Gaonkar, and Dr. Rajiv Yadhav, "Image Compression Using Noise Reduction," International Journal Of Advance Research And Innovative Ideas In Education, vol. 8, no. 4, pp. 2675-2681, Jul-Aug 2022. [Online]. Available: https://ijariie.com/AdminUploadPdf/Image_Compression_Using_Noise_Reduction_ijariie18293.pdf [Accessed : ].
Turabian Deepti Gaonkar, and Dr. Rajiv Yadhav. "Image Compression Using Noise Reduction." International Journal Of Advance Research And Innovative Ideas In Education [Online]. volume 8 number 4 ().
Vancouver Deepti Gaonkar, and Dr. Rajiv Yadhav. Image Compression Using Noise Reduction. International Journal Of Advance Research And Innovative Ideas In Education [Internet]. 2022 [Cited : ]; 8(4) : 2675-2681. Available from: https://ijariie.com/AdminUploadPdf/Image_Compression_Using_Noise_Reduction_ijariie18293.pdf
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